| Presentation | 2003/1/28 Content Based Image Retrieval System using Automatic Construction of Feature Space Kazuki YOKOI, Tetsuya MATSUMOTO, Noboru OHNISHI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, the opportunity of the image data handling by the computer has increased by progress of an information society, so the general user also treated a lot of pictures more often. Therefore, image retrieval system which does not depend the use type or image type and can generate a reference key automatically is desired. In this research, the feature vector (the reference features) which serves as a reference key to image data is generated automatically, and our purpose is to develop the image retrieval system which can search similar images using the reverence key. Then, paying attention to the sandglass type neural network and self-organizing map which consider as the method of generating the amount of the reference features automatically, and are known as the technique of information compression, and the three techniques of main-ingredients analysis, it verified about the validity of the amount of the reference features generated using these. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | content based image retrieval / reference features / information reduction / neural network / self-organizing map |
| Paper # | NC2002-132 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2003/1/28(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Content Based Image Retrieval System using Automatic Construction of Feature Space |
| Sub Title (in English) | |
| Keyword(1) | content based image retrieval |
| Keyword(2) | reference features |
| Keyword(3) | information reduction |
| Keyword(4) | neural network |
| Keyword(5) | self-organizing map |
| 1st Author's Name | Kazuki YOKOI |
| 1st Author's Affiliation | Graduate School of Engineering, Nagoya University() |
| 2nd Author's Name | Tetsuya MATSUMOTO |
| 2nd Author's Affiliation | Graduate School of Engineering, Nagoya University |
| 3rd Author's Name | Noboru OHNISHI |
| 3rd Author's Affiliation | Graduate School of Engineering, Nagoya University |
| Date | 2003/1/28 |
| Paper # | NC2002-132 |
| Volume (vol) | vol.102 |
| Number (no) | 628 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |